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Pengyu Wang

32 papers · 2013–2026 · 12 conferences · across top CS/AI conferences

Achievements

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+10 more ↓ πŸƒ Academic Marathon (12) 🌍 Conference Polyglot (12) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)
🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (67) 🀝 Dynamic Duo (15) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (5) ⚑ Prolific Year (11) πŸ’Ž Century Club (30) πŸ—ƒοΈ Keyword Collector (145) πŸ“ˆ Trend Setter

Conferences

EMNLP (8) ACL (6) MICCAI (4) AAAI (2) COLING (2) INTERSPEECH (2) NAACL (2) NIPS (2) AISTATS (1) CONLL (1) ICCV (1) ICLR (1)

Research topics

Papers

LoPT: Lossless Parallel Tokenization Acceleration for Long Context Inference of Large Language Model ACL 2026 Proactive Constrained Policy Optimization with Preemptive Penalty AAAI 2026 BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments ICLR 2025 Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in MLLMs EMNLP 2025 UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets EMNLP 2025 Adversarial Preference Learning for Robust LLM Alignment ACL 2025 Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models EMNLP 2025 LongSafety: Enhance Safety for Long-Context LLMs ACL 2025 MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time NAACL 2025 Case2Code: Scalable Synthetic Data for Code Generation COLING 2025 UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language Model NAACL 2025 InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance EMNLP 2024 RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization NIPS 2024 DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning AAAI 2024 NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism ACL 2024 Sparsity-Accelerated Training for Large Language Models ACL 2024 The Open-World Lottery Ticket Hypothesis for OOD Intent Classification COLING 2024 SpeechAlign: Aligning Speech Generation to Human Preferences NIPS 2024 F2TNet: FMRI to T1w MRI Knowledge Transfer Network for Brain Multi-phenotype Prediction MICCAI 2024 fTSPL: Enhancing Brain Analysis with fMRI-Text Synergistic Prompt Learning MICCAI 2024 GBT: Geometric-oriented Brain Transformer for Autism Diagnosis MICCAI 2024 Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting MICCAI 2024 Watermarking LLMs with Weight Quantization EMNLP 2023 SeqXGPT: Sentence-Level AI-Generated Text Detection EMNLP 2023 Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification ACL 2023 SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities EMNLP 2023 PerturbScore: Connecting Discrete and Continuous Perturbations in NLP EMNLP 2023 Joint Estimation of Direction-of-Arrival and Distance for Arrays with Directional Sensors based on Sparse Bayesian Learning INTERSPEECH 2022 Spectro-Temporal SubNet for Real-Time Monaural Speech Denoising and Dereverberation INTERSPEECH 2022 EventHPE: Event-Based 3D Human Pose and Shape Estimation ICCV 2021 Collapsed Variational Bayesian Inference for PCFGs CONLL 2013 Collapsed Variational Bayesian Inference for Hidden Markov Models AISTATS 2013